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<!DOCTYPE HTML>
<!--
Portfolio created by Erin Weiss
Originally used template from html5up.net
Template is free for personal and commercial use under the CCA 3.0 license (html5up.net/license)
-->
<html lang="en">
<head>
<meta charset="utf-8" />
<title>Work Experience · Erin Weiss Portfolio</title>
<meta
name="description"
content="Explore Erin Weiss's professional experience — showcasing data science, analytics, communication, and strategic leadership skills that bridge technical insight with business impact."
/>
<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="theme-color" content="#ffffff" />
<link rel="canonical" href="https://erinweiss.dev/work.html" />
<link rel="icon" type="image/png" href="/favicon.png" />
<link rel="stylesheet" href="assets/css/main.css" />
<noscript><link rel="stylesheet" href="assets/css/noscript.css" /></noscript>
<meta property="og:type" content="website" />
<meta property="og:url" content="https://erin-weiss.github.io/work.html" />
<meta property="og:image" content="https://erin-weiss.github.io/images/thumbnail.png" />
<meta property="og:title" content="Erin Weiss — Data Science & ML Engineering Portfolio" />
<meta property="og:description" content="Portfolio of Erin Weiss — Data Scientist and ML Engineer. Projects spanning machine learning, production API deployment, reinforcement learning, statistical modeling, data visualization, and interactive web applications." />
<style>
section.post {
background: rgba(255, 255, 255, 0.92);
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/* ===== Section headings ===== */
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/* --- Fade-in animation for header texts & image (JS-triggered) --- */
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width: 34%;
max-width: 360px;
min-width: 260px;
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rgba(0, 0, 0, 0) 0%,
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);
margin: 2.25rem 0;
}
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text-align: center;
font-style: italic;
color: #6c757d;
margin-top: -0.25rem;
margin-bottom: 1.75rem;
}
/* ===== Back to top: floating pill bottom-right ===== */
#backToTop {
position: fixed;
bottom: 32px;
right: 32px;
opacity: 0;
pointer-events: none;
background: #ffffffdd;
padding: 0.6rem 1.1rem;
border-radius: 40px;
box-shadow: 0 6px 20px rgba(0, 0, 0, 0.16);
transition: opacity 0.6s ease;
z-index: 1000;
}
#backToTop.visible {
opacity: 1;
pointer-events: auto;
}
#backToTop a {
display: inline-block;
color: #1d3557;
text-decoration: none;
border-bottom: none !important;
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#backToTop a:hover {
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.work-content .image img {
border-radius: 10px;
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@media (max-width: 860px) {
.resume-wrap {
float: none;
width: 80%;
margin: 0 auto 1.5rem auto;
}
}
.resume-wrap.inactive,
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pointer-events: auto !important;
}
.resume-wrap,
.resume-wrap * {
position: relative !important;
z-index: 9999 !important;
}
</style>
</head>
<body class="is-preload">
<div id="wrapper">
<!-- Header -->
<header id="header">
<a href="index.html" class="logo" aria-label="Go to home">Erin Weiss</a>
</header>
<!-- Nav -->
<nav id="nav" aria-label="Primary navigation">
<ul class="links">
<li><a href="index.html">Projects</a></li>
<li><a href="about.html">About Me</a></li>
<li><a href="education.html">Education</a></li>
<li class="active">
<a href="work.html" aria-current="page">Work Experience</a>
</li>
</ul>
<ul class="icons">
<li>
<a
href="https://www.linkedin.com/in/erinweiss3/"
target="_blank"
rel="noopener noreferrer"
class="icon brands fa-linkedin"
><span class="label">LinkedIn</span></a
>
</li>
<li>
<a
href="https://github.com/Erin-Weiss"
target="_blank"
rel="noopener noreferrer"
class="icon brands fa-github"
><span class="label">GitHub</span></a
>
</li>
</ul>
</nav>
<!-- Main -->
<div id="main" class="work-content">
<section class="post">
<header class="major">
<h2 class="work">Work Experience Differentiators</h2>
<center class="image fit">
<img src="images/mtn.jpg" alt="Mountain header image" />
</center>
<h3 id="different" class="work2" style="color: grey;">
What sets me apart
</h3>
</header>
<hr class="edu-divider fade-scroll" />
<!-- Resume image + button -->
<div class="resume-wrap fade-scroll inactive" id="resume-section">
<a
class="resume-img-link"
href="resume.pdf"
download="Erin-Weiss-Resume.pdf"
aria-label="Download resume"
>
<img src="images/resume_png.png" alt="Resume preview for Erin Weiss" />
</a>
<a href="resume.pdf" download="Erin-Weiss-Resume.pdf" class="resume-button">
Download Resume
</a>
</div>
<h3 class="fade-scroll">Ability to Communicate with All Audiences</h3>
<p class="fade-scroll">
<i>I specialize in communicating technical concepts in plain English.</i>
This ability to translate technical insights into actionable strategies has consistently
strengthened project outcomes, aligned cross-functional teams, and ensured that data-driven
insights lead directly to measurable results. Across every role, I've focused on translating technical insights into language that decision-makers can act on — regardless of their technical background.
For instance, I researched and proposed integrating a new analytics
technology into company operations. I secured buy-in from the CEO by translating the technical
benefits into clear business value, then trained non-technical team members on how to use the
tool and incorporate it into their workflows. As a result, the technology was successfully
adopted across departments, improving efficiency and providing real-time dashboards that enabled
faster, data-informed decision-making.
</p>
<hr class="edu-divider fade-scroll" />
<h3 class="fade-scroll">Excel at Teaching Myself</h3>
<p class="fade-scroll">
<span class="image right"
><img src="images/wall.jpg" alt="Wall art representing self learning"
/></span>
<i
>I have a consistent track record of quickly mastering complex new domains through
self-directed learning.</i
>
I first taught myself Mandarin and achieved early fluency (HSK Level II) before pursuing formal
study, later advancing to pass a high-level fluency exam. Years before beginning my master’s
program, I explored computer science and programming concepts on my own. As part of this
process, I built, customized, and developed my professional portfolio website to strengthen my
technical abilities and improve how I communicate data insights visually—demonstrating my
ability to combine analytical thinking with creative execution.
</p>
<p class="fade-scroll">
Throughout my career, I have repeatedly demonstrated the ability to quickly acquire new
knowledge and apply it effectively. While in an interim position, I was entrusted with
developing and executing a social media strategy for a major white paper release. Despite
lacking prior experience in this area, I rapidly learned best practices, optimized content for
engagement, and successfully increased visibility. Due to the success of this project, the
company offered me a full-time position as their Communications Strategist. In this newly
created role, I developed a roadmap from scratch, covering public relations, social media
strategy, and marketing best practices. I bring that same approach to every new
technical challenge.
</p>
<hr class="edu-divider fade-scroll" />
<h3 class="fade-scroll">Getting Things Done with Both Hard and Soft Skills</h3>
<p class="fade-scroll">
<span class="image left"
><img src="images/air-quality.jpg" alt="Air quality monitor project"
/></span>
<i
>My technical proficiencies include Python, R, machine learning, deep learning,
and data visualization, along with production deployment using FastAPI, Docker,
Kubernetes, and CI/CD pipelines.</i
>
Beyond software, I built an air quality monitor at Georgetown using Arduino and C++. I am
comfortable with intricate scientific concepts, and I continue to grow my expertise across
technical disciplines to stay current with emerging technologies.
</p>
<p class="fade-scroll">
Equally important, I bring a unique blend of technical expertise and interpersonal abilities
that allows me to navigate complex technical challenges while building strong relationships with
colleagues and stakeholders. By leveraging effective communication, adaptability, and a
collaborative mindset, I contribute to successful teamwork, project outcomes, and leadership
initiatives. For example, my ability to “sell” ideas, whether proposing new analytics
technologies, guiding teammates through workflows, or presenting insights to decision-makers,
relies on being persuasive, personable, and ensuring technical concepts are understood by diverse
audiences.
</p>
<p class="fade-scroll">
I also integrate creativity into my technical work, designing visually engaging data
presentations and interfaces using platforms such as Figma and Linearity Curve Vector Art, which
helps communicate insights clearly and compellingly. This combination of analytical precision,
creativity, and soft skills allows me to influence outcomes, drive alignment across teams, and
create a positive and productive work environment, ensuring that both projects and people
succeed.
</p>
<hr class="edu-divider fade-scroll" />
<h3 class="fade-scroll">Delivering Results Remotely</h3>
<p class="fade-scroll">
<span class="image right"
><img src="images/remote.jpg" alt="Remote work collaboration"
/></span>
<i
>I don't just work remotely — I've managed departments, delivered client projects, and
built production systems entirely from a home office.</i
>
As Director of Strategic Planning, I led company-wide strategy remotely — overseeing
marketing investments, store expansion decisions, and promotion optimization across
distributed teams. Despite the physical distance, I cultivated close relationships with
colleagues, drove 2x year-over-year website growth, and ensured that cross-functional
initiatives stayed on track through clear communication and digital collaboration tools.
</p>
<p class="fade-scroll">
That same self-direction carries into my technical work. I independently built and deployed
a production ML API with Docker, Kubernetes, CI/CD, and monitoring — managing my own
architecture decisions, testing, and release cycles. I also delivered a custom Streamlit
application for Aftermath Disaster Recovery, translating their specific invoice workflows
into a deployed tool they use today. I'm at my best with clear goals and the autonomy to execute, while staying closely connected with my team on priorities and progress. I'm equally happy owning a project solo or working alongside teammates whose expertise pushes me to grow.
</p>
</section>
</div>
<!-- Back to Top (floating) -->
<div id="backToTop">
<a href="#different">↑ Back to resume</a>
</div>
<!-- Footer -->
<footer id="footer">
<section aria-labelledby="contact-heading">
<form method="POST" action="https://formspree.io/f/xdoqnqpe">
<div class="fields">
<div class="field">
<label for="name">Name</label>
<input type="text" name="name" id="name" required />
</div>
<div class="field">
<label for="email">Email</label>
<input
type="email"
name="email"
id="email"
inputmode="email"
autocomplete="email"
required
/>
</div>
<div class="field">
<label for="message">Message</label>
<textarea name="message" id="message" rows="2" required></textarea>
</div>
<!-- Honeypot -->
<input type="text" name="_gotcha" style="display:none" tabindex="-1" autocomplete="off" />
<input type="hidden" name="_subject" value="Portfolio contact – Work Experience page" />
</div>
<ul class="actions">
<li><input type="submit" value="Send Message" /></li>
</ul>
</form>
</section>
<section class="split contact">
<section class="alt">
<h3>Location</h3>
<p>D.C. Area</p>
</section>
<section>
<h3>Phone</h3>
<p><a href="tel:+13072202006">(307) 220-2006</a></p>
</section>
<section>
<h3>Email</h3>
<p>
<a href="mailto:erin.michele.weiss@gmail.com">erin.michele.weiss@gmail.com</a>
</p>
</section>
<section>
<h3>Social</h3>
<ul class="icons alt">
<li>
<a
href="https://www.linkedin.com/in/erinweiss3/"
target="_blank"
rel="noopener noreferrer"
class="icon brands fa-linkedin"
><span class="label">LinkedIn</span></a
>
</li>
<li>
<a
href="https://github.com/Erin-Weiss"
target="_blank"
rel="noopener noreferrer"
class="icon brands fa-github"
><span class="label">GitHub</span></a
>
</li>
</ul>
</section>
</section>
</footer>
<div id="copyright">
<ul>
<li>© <span id="year"></span> Erin Weiss</li>
<li>
Design:
<a href="https://html5up.net" rel="noopener noreferrer" target="_blank">HTML5 UP</a>
</li>
</ul>
</div>
</div>
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